Again purely speculation but I always believed that crime is highest in areas with the greatest disparity in wealth and freedom. It's as though there is a social pressure to equalise the distribution of resources. You can see this in cities that have both the very poor and the very wealthy. The houses of the wealthy look like fortresses, cameras on high walls, perhaps a guard at the gate etc.